This month: PDE and deep learning to build up brain’s 🧠 connectome🔗, brain-computer 💻 interface for hand prosthesis and finally a new look at Hidden Markov Models for brain dynamics understanding. Support my writing and projects by joining Medium through my referral link: Join Medium with my referral link - Stefano Bosisio As a Medium member, a portion of your membership fee goes to writers you read, and you get full access to every story…stefanobosisio1.medium.com

The first part of a fun data science project, to learn more about text processing, NLP techniques, and extracting meaningful information from text corpus. — Since Easter is approaching I thought of a nice and fun data science project, applying NLP techniques to the Bible. The Bible can be freely downloaded in text format from the Gutenberg project https://www.gutenberg.org/cache/epub/1581/pg1581.txt (Gutenberg License)

GAT in practice! Exploring PyTorch, Torch Geometric and JAX #GPU implementation to speed up GAT performance — Support my writing and projects by joining Medium through my referral link: Join Medium with my referral link - Stefano Bosisio As a Medium member, a portion of your membership fee goes to writers you read, and you get full access to every story…stefanobosisio1.medium.com My previous posts on Graph Neural Networks:

This month: variational autoencoder model to enhance brain-computer-interfaces 🧠💻, perceived image reconstructions from humans’ fMRI scans 🧱and fault-tolerant neural networks ❌. Support my writing and projects by joining Medium through my referral link: Join Medium with my referral link - Stefano Bosisio As a Medium member, a portion of your membership fee goes to writers you read, and you get full access to every story…stefanobosisio1.medium.com

Today we’ll dive into the theory and implementation of the Graph Attention Network (GAT). In a nutshell: attention rocks, graphs rock, GAT’s authors rock! — Support my writing and projects by joining Medium through my referral link: Join Medium with my referral link - Stefano Bosisio As a Medium member, a portion of your membership fee goes to writers you read, and you get full access to every story…stefanobosisio1.medium.com

What can Machine Learning do for Neuroscience? In this new series, we are going to explore the relationship between ML and neuroscience. This month, Oxford, Stanford, UCL, MIT, Fujitsu and Harvard Medical School researchers and their findings in ML and Neuroscience Support my writing and projects by joining Medium through…

What is the real power of the adjacency matrix in a graph? What is diffusion convolution? Follow me for this new adventure in graphs and machine learning, discovering DCNN theory My previous posts about graphs and ML: Graph Neural Networks: A learning journey since 2008 — Part 1 Graph Neural…

Today a clear and practical view of GCN theory. We’ll go through Kipf’s PyTorch 🔦 implementation of GCN 👩‍🎓. Then, we’ll apply what we’ve learned to the hateful Twitter dataset 🔥 My previous posts about graphs and ML: Graph Neural Networks: A learning journey since 2008 — Part 1 Graph…

Can we employ GANs 💻 in neuroscience experiments 🐁? What’s the geometric manifold 💎 our memory works and lives in? and can we have a biologically inspired Independent Component Analysis 📈? Join Medium with my referral link - Stefano Bosisio As a Medium member, a portion of your membership fee goes to writers you read, and you get full access to every story…medium.com Why you should care about Neuroscience?